#runtime-statistics

Adaptive Query Execution in Apache Spark 3.x: Dynamic Optimization Explained

AQE rewrites Spark physical plans at runtime using actual statistics, often reducing shuffle data by ~30%. This post explains the mechanism, a concrete example, trade-offs, and verification steps.